Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page exhibits several signs of Windows bias. Examples and instructions frequently reference Windows-specific tools (such as PowerShell, robocopy, Explorer, and sqlcmd) and provide commands or workarounds tailored to Windows environments. PowerShell is mentioned as the primary interface for device management, and file copy operations suggest using Windows tools before mentioning cross-platform alternatives. Linux-specific instructions or equivalents are often missing or relegated to secondary status, and there is a lack of parity in examples for Linux users.
Recommendations
  • Provide equivalent Linux commands and examples alongside Windows instructions (e.g., show how to use 'scp', 'rsync', or native Linux SQL tools for database access).
  • Include instructions for connecting to the device via SSH or Linux shell, not just PowerShell.
  • Mention cross-platform tools first, or at least equally, when suggesting file copy or management utilities.
  • Add Linux-specific troubleshooting steps and workarounds where relevant.
  • Ensure all examples (such as mounting NFS shares, running AzCopy, or managing Kubernetes) include both Windows and Linux command syntax.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased